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Human Perception of Inertial Mass for Joint Human-Robot Object Manipulation

In this article, we investigate human perception of inertial mass discrimination in active planar manipulations, as they are common in daily tasks,... (more)

Sensory Substitution for Force Feedback Recovery: A Perception Experimental Study

Robotic-assisted surgeries are commonly used today as a more efficient alternative to traditional surgical options. Both surgeons and patients benefit from those systems, as they offer many advantages, including less trauma and blood loss, fewer complications, and better ergonomics. However, a... (more)

A Human-Perceived Softness Measure of Virtual 3D Objects

We introduce the problem of computing a human-perceived softness measure for virtual 3D objects. As the virtual objects do not exist in the real... (more)

Behavior Analysis of Human Locomotion in the Real World and Virtual Reality for the Manufacturing Industry

With the rise of immersive visualization techniques, many domains within the manufacturing industry... (more)

A Comparison of Distance Estimation in HMD-Based Virtual Environments with Different HMD-Based Conditions

Underestimation of egocentric distances in immersive virtual environments using various head-mounted... (more)

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About TAP

ACM Transactions on Applied Perception aims to strengthen the synergy between computer science and psychology/perception by publishing top quality papers that help to unify research in these fields.

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Perceptual Adjustment of Eyeball Rotation and Pupil Size Jitter for Virtual Characters

Eye motions constitute an important part of our daily face-to-face interactions. Even subtle details in the eyes' motions give us clues about a person's thoughts and emotions. Believable and natural animation of the eyes is therefore crucial when creating appealing virtual characters. In this paper, we investigate the perceived naturalness of detailed eye motions, more specifically of jitter of the eyeball rotation and pupil diameter on three virtual characters with differing levels of realism. Participants watched stimuli with six scaling factors from 0 to 1 in increments of 0.2 varying eye rotation and pupil size jitter individually and had to indicate if they would like to increase or decrease the level of jitter to make the animation look more natural. Based on participants' responses, we determine the scaling factors for noise attenuation perceived as most natural for each character when using motion-captured eye motions. We compute the corresponding average jitter amplitudes for the eyeball rotation and pupil size to serve as guidelines for other characters. We find that the amplitudes perceived as most natural depend on the character with our character with a medium level of realism requiring the largest scaling factors.

Measuring Cognitive Load and Stress by Stress-Induced Vascular Response Index

Measuring cognitive load and stress is crucial for ubiquitous human-computer-interactive applications to dynamically understand and respond to users' mental status, e.g. smart healthcare, smart driving and robotics. Researchers have attempted various quantitative methods, such as physiological and behavioral methods. However, as sensitivity, reliability and usability cannot be satisfactorily met at the same time, many current methods are not ideal for ubiquitous applications. In this paper, we propose a novel photoplethysmogram (PPG)-based stress induced vascular index (sVRI) to measure cognitive load and stress. We provide the basic methodology and detailed algorithm framework to validate sVRI measurement. We verify the sensitivity, reliability and usability of the sVRI in transmission mode (sVRI-t) and reflection mode (sVRI-r) respectively by using arithmetic calculations as cognitive tasks. Compared with blood pressure (BP), heart rate variation (HRV), and electrodermal activity (EDA) recorded simultaneously, our findings showed sVRI's potential as a sensitive, reliable and usable parameter, and suggested sVRI-r's potential for integration with ubiquitous touch interactions for dynamic cognition and stress-sensing scenarios.

Towards Affective Handles for Tuning Vibrations

When refining or personalizing a design, we count on being able to modify or move an element by changing its parameters rather than creating it anew in a different form or location -- a standard utility in graphic and auditory authoring tools. Similarly, we need to tune vibrotactile sensations to fit new use cases, distinguish members of communicative icon sets and personalize items. For tactile vibration display, however, we lack knowledge of the human perceptual mappings which must underlie such tools. Based on evidence that affective dimensions are a natural way to tune vibrations for practical purposes, we attempted to manipulate perception along three emotion dimensions (agitation, liveliness, and strangeness) using engineering parameters of hypothesized relevance. Results from two user studies show that an automatable algorithm can increase a vibration's perceived agitation and liveliness to different degrees via signal energy, while increasing its discontinuity or randomness makes it more strange. These continuous mappings apply across diverse base vibrations; the extent of achievable emotion change varies. These results illustrate the potential for developing vibrotactile emotion controls as efficient tuning tools for designers and end-users.

Light Shapes: Perception-Based Visualizations of the Global Light Transport

In computer graphics, illuminating a scene is a complex task, typically consisting of cycles of adjusting and rendering the scene to see the e ects. We propose a technique for visualization of light as a tensor eld via extracting its properties (i.e. intensity, direction, di useness) from radiance measurements and showing these properties as a grid of shapes over a volume of a scene. Presented in the viewport, our visualizations give an understanding of the illumination conditions in the measured volume for both the local values and the global variations of light properties. Additionally, they allow quick inferences of the resulting visual appearance of (objects in) scenes without the need to render them. In our evaluation, observers performed at least as well using visualizations as using renderings when they were comparing illumination between parts of a scene and inferring the nal appearance of objects in the measured volume. Therefore, the proposed visualizations are expected to help lighting professionals by providing perceptually relevant information about the light in a scene.

Comparison of Unobtrusive Visual Guidance Methods in an Immersive Dome Environment

In this paper, we evaluate various image-space modulation techniques that aim to unobtrusively guide viewers' attention. While previous evaluations mainly target desktop settings, we examine their applicability to ultra wide field of view immersive environments, featuring technical characteristics expected for future-generation head-mounted displays. A custom-built, high-resolution immersive dome environment with high-precision eye tracking is used in our experiments. We investigate gaze guidance success rate and unobtrusiveness of five different techniques. Our results show promising guiding performance for four of the tested methods. With regard to unobtrusiveness we find that  while no method remains completely unnoticed  many participants do not report any distractions. The evaluated methods show promise to guide users' attention also in wide field of virtual environment applications, e.g. virtually guided tours or field operation training.

Foveated Depth-of-Field Filtering in Head-mounted Displays

In recent years, a variety of methods have been introduced to exploit the decrease in visual acuity of peripheral vision, known as foveated rendering. As more and more computationally involved shading is requested and display resolutions increase, maintaining low latencies is challenging when rendering in a virtual reality (VR) context. Here, foveated rendering is a promising approach for reducing the number of shaded samples. However, besides the reduction of the visual acuity, the eye is an optical system, filtering radiance through lenses. The lenses create depth-of-field (DoF) effects when accommodated to objects at varying distances. The central idea of this paper is to exploit these effects as a filtering method to conceal rendering artifacts. To showcase the potential of such filters, we present a foveated rendering system, tightly integrated with a gaze-contingent DoF filter. Besides presenting benchmarks of the DoF and rendering pipeline, we carried out a perceptual study, showing that rendering quality is rated almost on par with full rendering when using DoF in our foveated mode, while shaded samples are reduced by more than 69%.

Influence of Screen Size and Field of View on Perceived Brightness

We present a study into the perception of display brightness as related to the physical size and distance of the screen from the observer. Brightness perception is a complex topic, which is influenced by a number of lower and higher order factors - with empirical evidence from the cinema industry suggesting that display size may play a significant role. To test this hypothesis, we conducted a series of user studies exploring brightness perception for a range of displays and distances from the observer that span representative use scenarios. Our results suggest that retinal size is not sufficient to explain the range of discovered brightness variations, but is sufficient in combination with physical distance from the observer. The resulting model can be used as a step towards perceptually correcting image brightness perception based on target display parameters. This can be leveraged for energy management and the preservation of artistic intent. A pilot study suggests that adaptation luminance is an additional factor for the magnitude of the effect.

Bibliometrics

Publication Years 2004-2018
Publication Count 369
Citation Count 1889
Available for Download 369
Downloads (6 weeks) 1218
Downloads (12 Months) 13787
Downloads (cumulative) 181329
Average downloads per article 491
Average citations per article 5
First Name Last Name Award
Frederick Brooks ACM-IEEE CS Eckert-Mauchly Award (2004)
ACM A. M. Turing Award (1999)
ACM AAAI Allen Newell Award (1994)
ACM Fellows (1994)
ACM Distinguished Service Award (1987)
David S Ebert ACM Senior Member (2009)
Keith Brian Gallagher ACM Senior Member (2016)
Mashhuda Glencross ACM Senior Member (2017)
Simon Harper ACM Distinguished Member (2014)
ACM Senior Member (2009)
Victoria L Interrante ACM Senior Member (2007)
Sara Kiesler ACM Fellows (2010)
Ming C Lin ACM Fellows (2011)
Holly E Rushmeier ACM Fellows (2016)
ACM Distinguished Member (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)

First Name Last Name Paper Counts
Carol O'Sullivan 14
Heinrich Bülthoff 12
William Thompson 8
Christian Wallraven 7
Sarah Creem-Regehr 7
Robert Allison 7
Douglas Cunningham 6
Jessica Hodgins 6
Roberta Klatzky 6
Rachel McDonnell 5
Hong Tan 5
Bobby Bodenheimer 5
Andrew Duchowski 5
Elizabeth Carter 4
Jodie Plumert 4
Bruce Walker 4
Jukka Häkkinen 4
Scott Kuhl 4
Matthias Bernhard 4
Marcus Magnor 4
Jonathan Kelly 4
Laurie Wilcox 4
Katerina Mania 4
Stephen Brewster 4
Bernhard Riecke 4
Tom Troscianko 4
Joseph Kearney 4
Sophie Jörg 4
Nadine Miner 4
John Rieser 4
Alan Chalmers 4
Erik Reinhard 3
Ludovic Hoyet 3
Martin Banks 3
Marc Ernst 3
Jeanine Stefanucci 3
Guillaume Lavoué 3
Cathy Ennis 3
Veikko Surakka 3
Peter Willemsen 3
Karol Myszkowski 3
Thomas Caudell 3
Colin Ware 3
Diego Gutierrez 3
Michael Wimmer 3
Laura Trutoiu 3
Jörg Schulte-Pelkum 3
Oleg Komogortsev 3
Michael Langer 3
Holly Rushmeier 3
Mel Slater 3
Davide Rocchesso 3
Hans Seidel 3
James Cremer 3
Fiona Newell 3
Tuomas Leisti 3
Jenni Radun 3
Betty Mohler 3
Tapio Lokki 3
Greg Kramer 3
Duncan Williams 2
Michael Hecher 2
Brian Katz 2
Kees Van Den Doel 2
Alistair Edwards 2
James Walker 2
Gordon Legge 2
Jean Martin 2
Stephen Mcadams 2
Garrett Johnson 2
Paolo Giordano 2
Susana Castillo 2
Zachary Siegel 2
Alexis Kirke 2
Vincent Couture 2
Efstathios Stavrakis 2
Anatole Lécuyer 2
Julie Dorsey 2
Tero Vuori 2
Frank Durgin 2
Veronica Sundstedt 2
Gayathri Narasimham 2
James Clark 2
Jan Souman 2
Dik Hermes 2
Kimberly Turnage 2
Barbara Shinn-Cunningham 2
Evangelos Mitsopoulos 2
Thomas Hermann 2
Vincent Hayward 2
Benjamin Balas 2
George Drettakis 2
Izabela Krejtz 2
Adar Pelah 2
Yann Morvan 2
Betsy Williams 2
Ann McNamara 2
Rafał Mantiuk 2
Alessandro De Luca 2
Timofey Grechkin 2
Faustina Hwang 2
Sébastien Roy 2
Douglas Brungart 2
Terri Bonebright 2
Helge Ritter 2
Matti Gröhn 2
Susan Lederman 2
Maryam Mustafa 2
Adrian Schwaninger 2
Hideyuki Ando 2
Allison Okamura 2
Corey Holland 2
Ilja Frissen 2
Rob Gray 2
Jack Loomis 2
Min Kim 2
Georgios Marentakis 2
Michael Neff 2
Mark Fairchild 2
Timothy Dixon 2
Frans Cornelissen 2
Mekides Abebe 2
Tania Pouli 2
Lucia Cherep 2
Iain Matthews 2
P Phillips 2
Alice O'Toole 2
Pirkko Oittinen 2
Paul Vickers 2
Elena Kokkinara 2
Krzysztof Krejtz 2
Markus Heyde 2
Christopher Pagano 2
Göte Nyman 2
Tobias Ritschel 2
Roland Fleming 2
Carmen Au 2
Slawomir Nasuto 2
Colin Ware 2
Ahmet Akyüz 2
Lior Shamir 2
John Flowers 2
Dion Buhman 2
Stephen Barrass 2
Timothy Streeter 2
Julia Vogel 2
Theresa Cooke 2
Taro Maeda 2
Eli Peli 2
Robert Stevens 2
David Tolhurst 2
Alexey Karpov 2
Sabarish Babu 2
Dana Ballard 2
Tien Nguyen 2
Lavanya Sharan 2
Eduardo Miranda 2
James Weaver 2
Mikael Fernström 2
Brian Simpson 2
Tapio Takala 2
Richard Tyrrell 2
Ian Daly 2
Lynette Jones 2
Margaret Atkins 2
Jean Martens 1
Michael Ashikhmin 1
Henrik Christensen 1
Isabelle Viaud-Delmon 1
Ronald Poppe 1
Brice Isableu 1
Fernando Gonzalez Perilli 1
Natalia Villalobos 1
Eckehard Steinbach 1
Tue Andersen 1
Stefan Seipel 1
Henry Apfelbaum 1
Paris Stringfellow 1
Simon Dobbyn 1
Andrew Cox 1
Carsten Dachsbacher 1
Gabriel Robles-De-La-Torre 1
Yoren Gaffary 1
Kaihsiang Lin 1
Taiki Fukiage 1
Sara Kiesler 1
Sarah Rust 1
Victoria Interrante 1
David Bull 1
Jan Noyes 1
Daniel Feuereissen 1
Jiajing Zhang 1
Hermann Pflüger 1
Richard Wilkie 1
Anke Huckauf 1
Huib De Ridder 1
Rosalind Freeman 1
António Pinheiro 1
Benjamin Meyer 1
Mark Vollrath 1
Nikita Orlov 1
Youngmin Kim 1
Simon Shelley 1
Armin Kohlrausch 1
Simon Rushton 1
David Marshall 1
John Hamill 1
Patrick Susini 1
James Hahn 1
Moritz Körber 1
Kurt Debattista 1
Caolan McNamara 1
Lawton Verner 1
Jörg Krüger 1
Stefan Hesse 1
Knut Drewing 1
Michael Fritschi 1
Maryse Legault 1
Ron Reifenberger 1
Anup Basu 1
Atilla Baskurt 1
Iason Kastanis 1
Frederick Brooks, 1
Jamie Ward 1
Hans Gellersen 1
Georges Bonneau 1
Kwangin Kim 1
Marko Illi 1
Shaojing Fan 1
Cheston Tan 1
Bryan Koenig 1
Luigi Burigana 1
David Zhang 1
Megan Hofmann 1
Jaime Ruiz 1
Paolo Boi 1
Roger Hubbold 1
David McGookin 1
Insu Yu 1
J Kho 1
Thomas Aten 1
Victoria Eyharabide 1
Jean Martin 1
Xiaodan Zhuang 1
Michael Curtis 1
Kristopher Blom 1
Masataka Sawayama 1
Jennifer Hyde 1
Reza Shadmehr 1
Al Robinson 1
Reynold Bailey 1
Cindy Grimm 1
Joanna McHugh 1
Edwin Lughofer 1
Eric Bachmann 1
Michael Mozer 1
Rebekka Renner 1
Ralph Stelzer 1
Robert Rohling 1
Dongjin Li 1
Moncef Gabbouj 1
Martin Čadík 1
Kerstin Ruhland 1
Adrian Chung 1
Frances Martin 1
Harri Ojanen 1
Jos Roerdink 1
Mario Urbina 1
Gineke Holt 1
Christian Linz 1
Steve Grogorick 1
Duygu Cetegen 1
François Guimbretière 1
Weihua Xiong 1
Joan Llobera 1
Oscar Anson 1
Sandy Irani 1
Naoyuki Takesue 1
Hideo Fujimoto 1
John Philbeck 1
Stella Raventos 1
Mary Young 1
SØlvi Ystad 1
Christine Ziemer 1
Paul Reitsma 1
Martin Schwaiger 1
Heinrich Bülthoff 1
Benjamin Chihak 1
Roslizawaty Rosli 1
Minghui Tan 1
Mohamed Larabi 1
Boris Velichkovsky 1
Jens Helmert 1
Ethan Smith 1
Takahiko Horiuchi 1
Sylvia Pont 1
Siyan Zhao 1
Michael Raschke 1
Mohamed ElHelw 1
Evan Palmer 1
Peter Mitchell 1
Tomohiro Amemiya 1
Jean Olives 1
Abhijit Narvekar 1
Christopher Peters 1
Marco Bernardo 1
Osman Kaya 1
Tomasz Macura 1
Jennifer Veitch 1
Shahrul Badariah 1
Amitabh Varshney 1
Antti Oulasvirta 1
Miguel Alonso-Arevalo 1
Marc Rebillat 1
Christopher Healey 1
Hong Bao 1
Giulio Ruffini 1
Ross Messing 1
Youngha Chang 1
Darren Cosker 1
Akihito Sano 1
Ryo Kikuuwe 1
Phillip Dunston 1
Alícia Casals 1
Micah Bojrab 1
Elmedin Selmanović 1
Adrien Merer 1
Richard Kronland-Martinet 1
David Rogers 1
Roland Brémond 1
Christine Tong 1
Junghumpaul Yon 1
Stephen Sinclair 1
Bochao Li 1
Anjul Patney 1
Rebecca Todd 1
Sergio Canazza 1
Tingting Zhang 1
Ingrid Heynderickx 1
Claudia Moscoso 1
U Svensson 1
Krzysztof Orleanski 1
Jeffrey Bertrand 1
Jonathan Bakdash 1
Rudrava Roy 1
Florian Focone 1
Tina Ziemek 1
Mikko Laitinen 1
Guillaume Moreau 1
Amy Blank 1
Toni Virtanen 1
Shumin Zhai 1
Francesca Fortenbaugh 1
Roxanne Canosa 1
Thorsten Grosch 1
K Edmonds 1
R Sekuler 1
Laura Ottaviani 1
Stefania Serafin 1
Jeremy Wyatt 1
Mark Hasegawa-Johnson 1
Thomas Huang 1
Julio De La Cruz 1
Jean Tree 1
Lisa Anthony 1
Alex Shaw 1
Julia Woodward 1
Claire Westerman 1
Stavri Nikolov 1
P Lovell 1
Pierre Bayerl 1
Heiko Neumann 1
Susan Munn 1
Timothy Goldsmith 1
Christina Dicke 1
Mingtian Zhao 1
Yusuke Sugano 1
Jean Gyss 1
Catherine Clarke 1
Panaioti 1
Martin Tegenthoff 1
Jerome Pasquero 1
Vincent Lévesque 1
Catherine Conlin 1
Jacques Droulez 1
Karan Singh 1
Jan Kautz 1
Tiantsong Ng 1
Daniel Scherzer 1
Bernard Adelstein 1
Robert Ward 1
Michael Ingleby 1
Rayka Mohebbi 1
Valentino Vargiu 1
Kamyar Abhari 1
Erol Aygar 1
Katherine Breeden 1
Carol O’sullivan 1
Yaqing Niu 1
Harold Nefs 1
Martin Giese 1
Simone Frintrop 1
Nicolas Bonneel 1
Rutger Rienks 1
Daniel Berger 1
Tom Giraud 1
Rahul Chaudhari 1
Katherine Kuchenbecker 1
Lars Pettersson 1
Jan Koenderink 1
Patrick Foo 1
Russell Woods 1
M To 1
Leo Gugerty 1
Zeynep Yildiz 1
Paola Cesari 1
Veikko Surakka 1
Camille Goudeseune 1
Kristian Nymoen 1
Hannes Gamper 1
Philip Ogunbona 1
Yoichi Sato 1
Rolf Bernhardt 1
Tobias Kalisch 1
Trevor Dobbins 1
James Jones 1
Gerd Bruder 1
Matthieu Courgeon 1
David Jáuregui 1
Peter Hancock 1
Robert Bobrow 1
Michele Vicovaro 1
Oliver Mattausch 1
Timothy Hattenberger 1
Stephen Ellis 1
Jan Koenderink 1
Vebjorn Ekroll 1
Agnieszka Szarkowska 1
Gianni Fenu 1
Lucio Spano 1
Laurent Itti 1
Manuele Bicego 1
Enrico Grosso 1
Caroline Jay 1
Justine Grave 1
Roberto Cesar- 1
Cheryl Hamilton 1
Karl Gegenfurtner 1
Dirk Neumann 1
Roy Eagleson 1
Sally Linkenauger 1
Jussi Hakala 1
Yuanyuan Jiang 1
Pooya Rahimian 1
David Moffat 1
Dominik Endres 1
Stephen Bailey 1
Fernando Navarro 1
Pawan Sinha 1
Clemens Schuwerk 1
Xiao Xu 1
Tapani Pihlajamaki 1
Philippe Fuchs 1
Jonathan Kervec 1
Christian Eitzinger 1
Thomas Thümmel 1
Karl Grosse 1
Holly Rushmeier 1
Marina Zannoli 1
Keith Gallagher 1
Suzanne Kozaitis 1
Basile Sauvage 1
Wijnand IJsselsteijn 1
Kang Zhang 1
Moshe Mahler 1
Ivelina Piryankova 1
Kaitlyn Schwalje 1
Mezgeb Mihtsentu 1
Asad Malik 1
Benjamin Höferlin 1
Mihalis Nicolaou 1
Philip Kellman 1
Damion Shelton 1
H Stripf 1
Michael Nees 1
Federico Fontana 1
Robert Jagnow 1
Ruth Rosenholtz 1
Amal Dorai 1
Fang Jiang 1
Olli Rummukainen 1
Miguel Martin 1
Manuela Pereira 1
Bjorn Blissing 1
Djamel Hassaine 1
Raphael Höver 1
Debora Botturi 1
Keiji Uchikawa 1
Suguru Saito 1
Mario Kleiner 1
Susan Paddock 1
Asad Tirmizi 1
Dirk Bartz 1
Jian Zhang 1
Samar Alsaleh 1
Manfred Lau 1
Thomas Bashford-Rogers 1
Mitsuko Aramaki 1
Elham Ebrahimi 1
Marilyn Walker 1
Aishat Aloba 1
Amanda Castonguay 1
Changmeng Liu 1
Nathan Sprague 1
Nathaniel Durlach 1
Sebastian Kannengiesser 1
Cedric Canagarajah 1
Marios Avraamides 1
Caterina Ripamonti 1
John Helliker 1
Kenneth Vanhoey 1
Robert Albrecht 1
Mathias Müller 1
Andrew Beall 1
Nicoletta Noceti 1
Alessandra Sciutti 1
Javier Romero 1
Nancy Pollard 1
Ali Israr 1
Jill Lehman 1
James Hallowell 1
Thomas Ertl 1
Timothy Clausner 1
George Stetten 1
Paul Watters 1
Martin Breidt 1
John Wann 1
Olle Eriksson 1
Ilya Goldberg 1
Robert Liere 1
Fiona Rivera 1
Massimiliano Luca 1
Sarah Howlett 1
Baptiste Caramiaux 1
Norbert Schnell 1
Claudio Pacchierotti 1
A Seward 1
Cynthia Sahm 1
DoHyoung Shin 1
Angelica Aviles-Rivero 1
Michel Abdul-Massih 1
Mikko Kytö 1
Marina Kolesnik 1
Daniel Pineo 1
Stephen Palmisano 1
Sidhartha Chaudhury 1
James Barabas 1
David Bate 1
Kaveri Thakur 1
Tolga Çapın 1
Jussi Rantala 1
Mehdi Ammi 1
Stephen Gilbert 1
Eliot Winer 1
Eakta Jain 1
Atul Rungta 1
Dinesh Manocha 1
Jiangtao Kuang 1
Charlotte Reed 1
Eduardo Canga 1
Javeen Pereira 1
Ulrich Weidenbacher 1
Jeff Pelz 1
Robert Proctor 1
Eunice Jun 1
Pierre Kraemer 1
Roy Smith 1
Federico Barbagli 1
Kenneth Salisbury 1
Yina Li 1
Francesca Odone 1
Giulio Sandini 1
Radosław Mantiuk 1
Payman Aflaki 1
Keita Hirai 1
Kang Zhang 1
Stephan De La Rosa 1
Michael Black 1
Petr Kellnhofer 1
Peter Vangorp 1
Etienne Roesch 1
Koert Van Mensvoort 1
Peter Vos 1
Guy Newsham 1
Phil Watten 1
Luca Mion 1
Xaiobo An 1
Antti Nurminen 1
Christian Jacquemin 1
Kai Puolamäki 1
Ce Zhan 1
Yasuyuki Matsushita 1
Rolf Godøy 1
Jim Tørresen 1
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Olivier Perrotin 1
Eike Langbehn 1
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Mássimo Tistarelli 1
Anshul Singhal 1
Stephen Brooks 1
Anthony Nordman 1
Emery Schubert 1
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Francisco Serón 1
Jarke Van Wijk 1
Danny Holten 1
Jay Goyal 1
Cynthia Grelik 1
Samuel Elfassy 1
Erich Rome 1
Aidong Lu 1
Virginie Demulier 1
Hanni Kiiski 1
Ana Pires 1
Anna Vilaro 1
Cumhur Erkut 1
Andreas Kjellin 1
John Hicks 1
Harald Frenz 1
Markus Lappe 1
Anand Gramopadhye 1
Simon Harper 1
Eleni Michailidou 1
Abdullah Bulbul 1
James Alty 1
Aleksi Makinen 1
Wanqing Li 1
Tifanie Bouchara 1
Peter Schwenkreis 1
Laron Walker 1
Scott Crittenden 1
Mark Bolas 1
Franz Faul 1
Jason Jerald 1
Jonathan Herberg 1
Vuokko Lantz 1
Yanfang Li 1
Masoodmehmood Khan 1
Andrea Van Doorn 1
Ellen Winner 1
Qi Wang 1
Yossi Zana 1
John Baxter 1
Sandrine Ribaupierre 1
Radosław Niewiadomski 1
Catherine Pélachaud 1
Pat Hanrahan 1
David Luebke 1
Xihe Gao 1
Matthaeus Schumacher 1
Stefan Guthe 1
Rasmus Stenholt 1
George Koulieris 1
Lars Omlor 1
Clara Suied 1
Nicholas Giudice 1
Joan Lopez-Moliner 1
Tomasz Szmidt 1
Ville Pulkki 1
Laure Leroy 1
Juno Kim 1
April Ash 1
Lei Hao 1
Herbert Pick, 1
Lee Lichtenstein 1
Mark Colton 1
Jan Kautz 1
Jorge Jimenez 1
Iain Gilchrist 1
Melissa Burton 1
S Galvan 1
Etienne Corteel 1
Nicolas Holliman 1
Rycharde Hawkes 1
Masayuki Nakajima 1
Kara Recker 1
T Bianco 1
Brandon Pelfrey 1
Donald House 1
Xiangyu Wang 1
John Dill 1
Jonas Schmidtler 1
Lauren Buck 1
Mark Billinghurst 1
Henning Schmidt 1
Burkhard Pleger 1
Patrick Ragert 1
Chris Jansen 1
Jan Van Erp 1
Christophe D’alessandro 1
Toni Vanhala 1
Hunter Murphy 1
Haider Easa 1
Poika Isokoski 1
Chen Yu 1
Yong Xu 1
Miquel Feixas 1
Volkan Patoglu 1
Mahesh Subedar 1
Lina Karam 1
Mikko Nuutinen 1
Sarah Morrison-Smith 1
Jenny Nissel 1
Cullen Jackson 1
Pekka Niemenlehto 1
Markus Leyrer 1
Simon Alexanderson 1
Rachel Albert 1
Dirk Arnold 1
Matthew Kyan 1
Volker Blanz 1
Giovanni Poli 1
Louise O’hare 1
Paul Hibbard 1
Onkar Dabeer 1
Bliss Altenhoff 1
Steffi Beckhaus 1
Luca Turchet 1
Roope Raisamo 1
Sarah King 1
Yingying Wang 1
Shin'ya Nishida 1
Ioannis Rigas 1
Jan Ondřej 1
Niamh Merriman 1
Nicolas Morales 1
Hsinni Ho 1
Mandayam Srinivasan 1
Mike Chantler 1
Stefan Thumfart 1
Werner Groissboeck 1
Heinz Ulbrich 1
Bert Dunk 1
Roy Anthony 1
Michael Geuss 1
Katharina Legde 1
Ronald Kneusel 1
Sebastian Pannasch 1
Cristy Ho 1
Adam Siekawa 1
Sangil Park 1
Tunç Aydın 1
Jean Burkhardt 1
CheeHian Tan 1
Ronald Berg 1
Andrea Van Doorn 1
Marcel Reinders 1
Emile Hendriks 1
Catarina Mendonca 1
Victor Cho 1
Gabriel Aversano 1
Paulo Fiadeiro 1
Cathryn Griffiths 1
David Eckley 1
Giovanni De Poli 1
Ennio Rapanà 1
Jacqueline Hollowood 1
Michael Pettitt 1
Sarah Sharples 1
Stefano Delle Monache 1
Xavier Boutillon 1
Hiroshi Yamaguchi 1
Brice Pollock 1
Eduardo Rubio 1
Isabella Cuba 1
Dipinder Rekhi 1
Michal Haindl 1
Richard Jacobs 1
Eric Hodgson 1
Jean Lalonde 1
Ylva Ferstl 1
Lewis Berman 1
Qiufeng Lin 1
Erik Steindecker 1
Kristen Macuga 1
James Marston 1
Pieter Seuntiens 1
Lydia Meesters 1
Rafał Piórkowski 1
Jinhui Yu 1
Xianjunsam Zheng 1
Junsong Zhang 1
Maarten Wijntjes 1
Jeffrey Cohn 1
Michael Wimmer 1
Katja Zibrek 1
Guangzhong Yang 1
Bing Wu 1
Timo Stich 1
Julianne Ayyad 1
Fredrik Bruzelius 1
Lorne Whitehead 1
Matthew Coxon 1
David Jacobs 1
Joseph Dunlop 1
Vaidehi Natu 1
Tiia Suomalainen 1
Jasminka Hasic 1
Elena Šikudová 1
Bing Li 1
Paolo Fiorini 1
Bernhard Spanlang 1
Paul Rosin 1
Frédéric Bevilacqua 1
Jan Fischer 1
Aditi Majumder 1
Matthias Harders 1
Amit Sawant 1
Simon Liversedge 1
Nicholaos Mourkoussis 1
De, Xu 1
Marco Vicentini 1
Olivier Houix 1
Debi Stransky 1
Rui Wang 1
Domenico Prattichizzo 1
Francesco Banterle 1
Naji Younes 1
Bedřich Beneš 1
Alan Chalmers 1
Roy Ruddle 1
Ekaterina Volkova 1
Victor Vergara 1
Hubert Dinse 1
Martin Buss 1
Seungmoon Choi 1
David Krum 1
Vincent Vidal 1
Irene Cheng 1
Dylan Shipman 1
Frank Steinicke 1
Alessandro Gulberti 1
Amin Abolhassani 1
Andreas Bulling 1
Christian Boucheny 1
Maud Marchal 1
Iksoo Lim 1
Joe Geigel 1
Topi Kaaresoja 1
Fangmei Chen 1
Mateu Sbert 1
Carl Salvaggio 1
Marcia O'Malley 1
Li Li 1
Michael Tarr 1
Terry Peters 1
Luke Franzen 1
Séréna Bochereau 1
Joohwan Kim 1
Jan Tauscher 1
Ruimin Zhang 1
Kapil Dev 1
Daniel Ashmead 1
Hiromi Mochiyama 1
Shahram Payandeh 1
Jukka Häkkinen 1
Songchun Zhu 1
Alexander Jensenius 1
Robert Webster 1
Todd Murphy 1
Hendrik Van Veen 1
Jinjiang Guo 1
Omar Janeh 1
Monika Poetter-Nerger 1
Mounia Ziat 1
Mary Whitton 1
Guillaume Thibault 1
Ferran Argelaguet 1
James McCrae 1
Niloy Mitra 1
Jianhui Chen 1
Christian Theobalt 1
Charlie Frowd 1
Lindsay Long 1
Antonio Rodà 1
Larry Price 1
Amit Bhardwaj 1
Justin Kern 1
Diego Gutierrez 1
Martin Giese 1
Kate Devlin 1
Dirk Heylen 1
Andy Woods 1
Junji Watanabe 1
Ross Whitaker 1
Kathleen Turano 1
William Warren 1
Philip Fink 1
Cara Tigue 1
Catherine Reed 1
Robert Peters 1
Derek Carson 1
Francisco González 1
Yang Li 1
Andrea Lagorio 1
Gavin Brelstaff 1
Mashhuda Glencross 1
Martti Juhola 1
Ali Khan 1
Elizabeth O'Neal 1
Vincent Hayward 1
Brenna Klesel 1
Seth George 1
Joshua Reiss 1
Jonas Beskow 1
Adam Anderson 1
Subhasis Chaudhuri 1
Muqun Li 1
Ross Maciejewski 1
Timothy Davis 1
Franziska Hofer 1
Bernt Schiele 1
David Ebert 1
Mats Lind 1
Thomas Buhrmann 1
Brian Melloy 1
Aleksander Väljamäe 1
Jani Lylykangas 1
Jose Nunez-Varela 1
Sampath Jayarathna 1
Takahiro Kawabe 1
Olivia Holmes 1
Hany Farid 1
Ming Lin 1
C Párraga 1
Jiří Filip 1
Roland Richter 1
David Waller 1
Charles Spence 1
Reginald Golledge 1
Adrian Moise 1
Maryam Homayouni 1
Miska Hannuksela 1
Takafumi Katsunuma 1
Paymon Rafian 1

Affiliation Paper Counts
Google Inc. 1
Heriot-Watt University, Edinburgh 1
University of Pittsburgh 1
Saarland University 1
Florida Atlantic University 1
Universitat Politecnica de Catalunya 1
Hong Kong Polytechnic University 1
Laval University 1
University of Bonn 1
Universidad de la Republica 1
University of Tubingen 1
U.S. Army Research Laboratory 1
Ecole Centrale de Nantes 1
Korea University 1
IBM Almaden Research Center 1
Centro de Investigacion Cientifica y de Educacion Superior de Ensenada 1
Institute of Automation Chinese Academy of Sciences 1
Sejong University 1
The University of North Carolina at Asheville 1
University of Kiel 1
Medical Research Council 1
University of Copenhagen 1
University of Leeds 1
University of Lincoln 1
Microsoft Research Asia 1
University of Northumbria 1
HP Labs 1
St. Louis University 1
University of Siena 1
Chalmers University of Technology 1
Laboratoire Traitement et Communication de l'Information 1
The University of North Carolina at Charlotte 1
Skidmore College 1
Celal Bayar University 1
Curtin University of Technology, Perth 1
University of Essex 1
Tata Institute of Fundamental Research 1
Santa Fe Institute 1
Utrecht University 1
University of Minnesota System 1
Microsoft Corporation 1
Brandeis University 1
University of Tasmania 1
Macquarie University 1
Korea Advanced Institute of Science & Technology 1
Complexite, Innovation, Activites Motrices et Sportives 1
Institute of Fundamental Technological Research Pas Warsaw 1
York St John University 1
Sabanci University 1
Ecole Polytechnique 1
Liverpool John Moores University 1
University of Warsaw 1
BBN Technologies 1
Washington University in St. Louis 1
Aptima, Inc 1
HRL Laboratories 1
University of Southern Maine 1
Vassar College 1
Dublin Institute of Technology 1
Kalamazoo College 1
Lawrence Technological University 1
Texas A and M University 1
Harbin Institute of Technology 1
INSA Rennes 1
LCPC Laboratoire Central des Ponts et Chaussees 1
Rhodes College 1
Helmholtz Research School 1
Northern Michigan University 1
National University of Singapore 1
Los Alamos National Laboratory 1
Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS 1
University of Maine 1
University of Virginia 1
Ryerson University 1
The University of Hong Kong 1
University of Pennsylvania 1
University of Gavle 1
University of Canberra 1
Xiamen University 1
University of Mississippi 1
Technical University of Darmstadt 1
Universite Paris Descartes 1
Royal Holloway University of London 1
Loughborough University 1
University of Southampton 1
Profactor GmbH 2
Zhejiang University 2
Sheridan College Institute of Technology and Advanced Learning 2
Florida Institute of Technology 2
INSA Lyon 2
Royal Institute of Technology 2
Bilkent University 2
Osaka University 2
Center for Scientific Computing Finland 2
University of Durham 2
University of Groningen, University Medical Center Groningen 2
Justus Liebig University Giessen 2
Sarajevo School of Science and Technology 2
Tsinghua University 2
INRIA Sophia Antipolis 2
North Carolina State University 2
Queen Mary, University of London 2
Fraunhofer Institute for Production Systems and Design Technology IPK 2
University of Central Florida 2
University of Colorado at Boulder 2
National Institute of Standards and Technology 2
Dartmouth College 2
University of Canterbury 2
Arizona State University 2
Tampere University of Technology 2
Max Planck Institute for Intelligent Systems 2
University of Munster 2
University of California, Santa Cruz 2
NASA Ames Research Center 2
University of Huddersfield 2
University of Nottingham 2
DePauw University 2
University of Sao Paulo 2
Universite de Strasbourg 2
Middle East Technical University 2
Ecole des Mines de Paris 2
University System of New Hampshire 2
Sandia National Laboratories, New Mexico 2
University of Oxford 2
Beijing Jiaotong University 2
University of Alberta 2
Ningbo University 2
Indian Institute of Technology, Bombay 2
Catholic University of Leuven, Leuven 2
Charite - Universitatsmedizin Berlin 2
Stony Brook University 2
Universite Grenoble Alpes 2
University of Birmingham 2
University of Siegen 2
Brown University 2
University of California, Irvine 2
Hamburg University Hospital and Medical School 2
Institute for Infocomm Research, A-Star, Singapore 2
University of Tokyo 2
Boston College 2
Nankai University 2
Universite Paris Saclay 2
Universite de Poitiers 3
University of Stirling 3
NVIDIA 3
Universidad Autonoma de Barcelona 3
Rice University 3
University of Roma La Sapienza 3
Bangor University 3
Dalhousie University 3
Colorado State University 3
Chiba University 3
University of Twente 3
University of Ontario Institute of Technology 3
IUAV University of Venice 3
University of Groningen 3
University of Limerick 3
Johannes Kepler University Linz 3
Arizona State University Polytechnic Campus 3
North Dakota State University 3
Brandenburg University of Technology Cottbus 3
Swiss Federal Institute of Technology, Zurich 3
University of Genoa 3
Aalborg University 3
National Research Council Canada 3
Netherlands Organisation for Applied Scientific Research - TNO 3
University of California, Davis 3
Universitat de Girona 3
Uppsala University 3
West Pomeranian University of Technology 3
Miami University Oxford 3
Universite Pierre et Marie Curie 3
Italian Institute of Technology 4
Technical University of Crete 4
University of Social Sciences and Humanities 4
Aix Marseille Universite 4
University of Montreal 4
Norwegian University of Science and Technology 4
Swarthmore College 4
University of Southern California 4
University of Bielefeld 4
Wright-Patterson AFB 4
Tokyo Institute of Technology 4
Queen's University, Kingston 4
University of California, Berkeley 4
University of Beira Interior 4
Hertie Institute for Clinical Brain Research 4
University of Zurich 4
Imperial College London 4
University of Cagliari 4
George Washington University 4
University of California, Los Angeles 4
University of Maryland 4
University of Oslo 4
Nagoya Institute of Technology 5
University of Sussex 5
The University of British Columbia 5
University of Florida 5
Lancaster University 5
University of Sassari 5
Universite de Lyon 5
University of Toronto 5
University of Ulm 5
University of Stuttgart 5
National Institute on Aging 5
University of Hamburg 5
Stanford University 5
Georgia Institute of Technology 5
University of Minnesota Twin Cities 5
University of Nebraska - Lincoln 5
University of Rochester 5
Cardiff University 5
Laobratoire d'Informatique pour la Mecanique et les Sciences de l'Ingenieur 5
Boston University 5
University of Illinois at Urbana-Champaign 6
University of York 6
University of Glasgow 6
Simon Fraser University 6
University of Plymouth 6
Harvard Medical School 6
The University of Western Ontario 6
University of New Mexico 6
CNRS Centre National de la Recherche Scientifique 6
University of Wollongong 6
INRIA Institut National de Rechereche en Informatique et en Automatique 6
University College London 7
University of Cambridge 7
The University of North Carolina at Chapel Hill 7
Technical University of Dresden 7
University of New Hamsphire Durham 7
Ruhr University of Bochum 7
Yale University 7
Michigan Technological University 7
The University of Warwick 7
Universidad de Zaragoza 7
University of Manchester 7
Johns Hopkins University 7
Universite Paris-Sud XI 8
Universitat de Barcelona 8
University of Verona 8
Nippon Telegraph and Telephone Corporation 8
University of California, Santa Barbara 8
University of Padua 8
Delft University of Technology 9
University of Texas at Dallas 10
Nokia Corporation 10
Texas State University-San Marcos 10
Vienna University of Technology 11
University of Reading 11
Technical University of Munich 11
Massachusetts Institute of Technology 12
University of Tampere 12
Rochester Institute of Technology 13
University of Helsinki 13
Technische Universitat Braunschweig 13
York University Canada 13
Eindhoven University of Technology 14
Iowa State University 15
Max Planck Institute for Informatics 16
Purdue University 19
University of Bristol 20
McGill University 20
Aalto University 21
Vanderbilt University 23
University of Iowa 23
Carnegie Mellon University 27
University of Utah 27
Clemson University 29
University of Dublin, Trinity College 42
Max Planck Institute for Biological Cybernetics 56
 
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